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Deep dive into the latest technologies and methodologies that are shaping the future of the Generative AI
Empowering Generative AI for Real-World Applications
Empowering Generative AI for Real-World Applications
2 Million
Safety Events
Safety Critical Events Identified, Analyzed, and Reported at a Market Leading P95 Quality Rating
Safety Critical Events Identified, Analyzed, and Reported at a Market Leading P95 Quality Rating
91%
Success Rate
Pilot Projects Converted to a Full-Scale Production Pipeline
Pilot Projects Converted to a Full-Scale Production Pipeline
35%
Cost Savings
Top of the Line Cost Savings for ML Data Operation Customers
Top of the Line Cost Savings for ML Data Operation Customers
10 Days
Time to Launch
Time to launch a new Data Operations Workstream from ground-up, concept to delivery
Time to launch a new Data Operations Workstream from ground-up, concept to delivery
Transform Raw Data into Actionable Intelligence with AI Data Services
At DDD, we specialize in delivering end-to-end AI data services that accelerate machine learning development across industries. Our offerings range from foundational data labeling to advanced annotation workflows and strategic consulting, enabling organizations to build smarter, more accurate AI systems.
Our AI Data Services
Our AI data services are offered across three categories, each catering to varying levels of complexity, customization, and strategic integration
TaaS provides a workforce solution through a global network of experienced annotators capable of handling large-scale data labeling across multiple formats, including text, documents, images, videos, and satellite imagery.
Use Cases:
Text & Document Classification: Involves low-complexity, high-volume classification tasks.
Product Categorization: Utilizes existing taxonomies and performs basic attribute tagging at scale.
Image & Video Object Detection: Covers standard object bounding with no need for customization.
Satellite Imagery Analysis: Focuses on basic labeling for static datasets.
This enhanced tier introduces deeper integration and customization through ML expert guidance that is more nuanced and informed by model performance or domain-specific requirements.
Use Cases:
Text & Document Classification: Supports multi-label and multilingual annotation, incorporates active learning, and accommodates custom taxonomies.
Product Categorization: Involves custom taxonomy mapping, accounts for language and regional variations, and includes ontology refinement.
Image & Video Object Detection: Enables semantic segmentation and fine-grained category labeling, with integrated QA workflows and model-informed prioritization.
Satellite Imagery Analysis: Includes high-resolution vector annotations, GIS tool integration, and collaborative quality assurance between annotators and models.
At the strategic level, AI data services offer professional consulting by data and machine learning engineers by recommending best practices for global machine learning deployments and annotation pipelines.
Use Cases:
Text & Document Classification: Features model failure analysis, real-time feedback loops, and regulatory content auditing.
Image & Video Object Detection: Employs iterative annotation based on model disagreement and corrects simulation-to-real domain shifts.
Satellite Imagery Analysis: Enables time-based change detection, supports climate model training, and integrates strategic feedback mechanisms.
Strategic
We are more than a data labeling service. We bring industry-tested SMEs, provide training data strategy, and understand the data security and training requirements needed to deliver better client outcomes.
Reliable
Our global workforce allows us to deliver high-quality work, 365 days a year, with data labelers across multiple countries and time zones. With 24/7 coverage, we are agile in responding to changing project needs.
Consistent
We are lifetime project partners. Your assigned team will stay with you - no rotation. And as your team becomes experts over time, they train more labelers. That's how we achieve scale.
Flexible
We are platform agnostic. We don't force you to use our tools, we integrate with the technology stack that works best for your project.
The DDD Difference
What Our Clients Say
Our Impact
DDD pioneered the impact sourcing model of offering employment to people from underserved communities. This socially responsible approach provides these individuals with a path to economic self-sufficiency.
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